Two months ago, I spoke at IBM's Think 2019 Conference with iOLAP's Chris Jordan. Our talk was Gaining a Financial Edge through Fast Data and Analytics.
The crux of our presentation was that high-performance computing and advanced technology stacks are fundamental to today's trading strategies.
Earlier this week, IBM released a commercial we shot together about how IBM's Integrated Analytics System (IAS) is helping us re-invent hedge funds. Check it out.
via IBM Analytics
Think of it this way:
Each generation of traders finds new ways to play the game and to generate Alpha (the excess return generated by manager skill, rather than luck or excess risk). As soon as enough people adopt a strategy (or figure out a way to combat it), the edge begins to decay.
When computerized data became available, simply understanding how to download and use it generated Alpha. The same could be said for each later evolution: the adoption of complex algorithms, access to massive amounts of clean data, and the adoption of AI strategies.
Each time a new shift happens, traders pivot or fail – it's not that active trading stopped working – it's that the tools and styles necessary to play that game evolved.
We use a similar concept we call "Active Switching". Instead of simply trying to pick stocks or markets, we use advanced technology and techniques to choose markets, techniques, risk levels, and allocation strategies. Further, we use Active Switching to make many decisions, great and small, that together allow us to build portfolios that adjust themselves to changing market conditions.
Playing a New Game
Confusion is the catalyst to most trades. What that means is the ability to parse information ... to create a contextual map of meaning and figure out where there's signal and noise ... is the new table stakes for playing that game. ~ Howard Getson
Historically, most active traders don't beat the S&P in any given year ... and even less beat it with any semblance of consistency. But those that do – the ones that have been doing it for long enough that it's not chance ... exercise a willingness (and a skill) to adapt quickly.
One of Charles Darwin's best-known concepts is: It is not the strongest species that survive, nor the most intelligent, but the ones most responsive to change.
While computers have made information accessible to everyone, they've also created a massive asymmetric information advantage for those who have both the access and the skill to best use the massive amounts of data now available. This is more complicated than it seems. You need the information, the technology, the process, and the people. There is so much data available now that figuring out what to ignore is probably more important than what to use. Likewise, the ability to ingest, clean, validate and curate the data is a huge hurdle that most can't clear.
Even with those skills, it's harder than ever to take advantage of inefficiencies (edges) than ever before. The edges are smaller, more fleeting, and surrounded by more volatility and noise. It's like finding a needle in a haystack. That being said - finding a needle in a haystack is easy when you have a metal detector.
That's where A.I. has come in for us. We use A.I. to develop algorithms, to analyze markets, and to create meaning where humans can't find any.
We live in exciting times. Onwards!
Social Media Is Changing Everything: A Reprisal
I came across a post from 2009 about social media. 10 years later, with the knowledge of how much data we use today, it's quite a read.
Here it is in its full glory.
Social Media Is Changing Everything: October 18th, 2009
My son won't use e-mail the way I did. So how will people communicate and collaborate in the next wave of communications?
Here is a peek into the difference that is taking hold. I was looking at recent phone use. The numbers you are about to see are from the first 20 days of our current billing cycle.
How can that be? That level of emotional sluttiness makes porn seem downright wholesome.
But, of course, that isn't how he sees it. He is holding many conversations at once. Some are social; some are about the logistics of who, what, when, where and why ... some are even about homework. Yet, most don't use full sentences, let alone paragraphs. There is near instant gratification. And, the next generation of business people will consider this normal.
Is social media a fad? Or is it the biggest shift since the Industrial Revolution?
Welcome to the World of Socialnomics. This video has a bunch of interesting statistics ... and is fun to watch.
Other Resources:
Social Media Is Changing Everything: April 20th, 2019
Looking at the stats from 2009 is pretty funny
For some context, I looked up the comparative numbers for 2018.
Here's what happens every minute of every day on the internet
via Lori Lewis and Chadd Callahan
A little different than 2009 ...
Posted at 01:37 PM in Business, Current Affairs, Gadgets, Games, Healthy Lifestyle, Ideas, Just for Fun, Market Commentary, Movies, Music, Personal Development, Pictures, Science, Sports, Web/Tech | Permalink | Comments (0)
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